Attitudes of Secondary School Students in Jordan Toward Contemporary Educational Concepts
Bibliographic record
Abstract
This study aimed to identify the degree of awareness of secondary school students in public schools in Jordan of modern educational concepts and the extent of their representation. The sample of the study consisted of 920 male and female students, a questionnaire consisted of 54 items was distributed among them, it was consisted of six domains, according to independent variables which are: gender, specialization, region, where the dependent variable was the degree of awareness of secondary school students of modern educational concepts. The results showed that the relative importance of the domains in the total score was 72.14% when the domains obtained the following: the concept of integrated personality (73.36%), education for life and work (70.10%), responsibility (74.35%), continuous education (72.42%), rationality and critical thinking (72.38%), and the concept of democracy in the field of education (70.30%), the effect of the gender variable in favor of males has been shown in the total degree and on all fields of study, as well as the scientific specialization in all areas and the total degree, differences have appeared in favor of urban students in the total degree and for the benefit of rural students in the areas: building an integrated personality, and take responsibility and democratic education.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".